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intelligent-routing

Analyze user intent and route requests to the optimal specialist agent.

Updated Feb 19, 2026
Search Tags:#orchestrator#agent-selection#intent-detection#automatic-routing#multi-domain#domain-matching
One-click install
npx skills add https://github.com/jonnathan-ls/ai-context-kit --skill intelligent-routing-jonnathan-ls
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: intelligent-routing
Source: https://github.com/jonnathan-ls/ai-context-kit/tree/main/skills/intelligent-routing
Command: npx skills add https://github.com/jonnathan-ls/ai-context-kit --skill intelligent-routing-jonnathan-ls

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically routes user requests to the most suitable specialist agent, reducing manual selection and latency.

Core Features & Use Cases

  • Intent-driven routing: analyzes user intent, domains, and task complexity to pick the optimal agent or orchestrator for multi-domain tasks.
  • Transparent announcements: always reveals the selected agent before replying to maintain trust.
  • Deterministic policy: follows a defined agent-matrix and routing rules to ensure consistent behavior across requests.

Quick Start

Tell the AI to automatically route each request to the best agent before responding.

Frequently Asked Questions about intelligent-routing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically route user requests to the best specialist agent?▼

Automatic agent routing analyzes user intent, detects domains, and assesses task complexity to select the optimal single agent or multi-domain orchestrator before responding.

What is intent-driven routing for multi-domain tasks?▼

Intent-driven routing evaluates user requests to match them with specific domains, automatically selecting a specialist agent or an orchestrator to handle complex multi-domain tasks.

How do I make agent selection transparent when processing multi-domain requests?▼

Transparent agent selection announces the chosen specialist or orchestrator before replying, adhering to a defined agent-matrix to ensure consistent and transparent routing behavior.

Can I use automatic routing without manually selecting a specialist agent for each request?▼

Yes, automatic routing eliminates manual agent selection by analyzing task complexity and intent to deterministically route requests to the best available agent.

Does intent detection work for multi-domain tasks that require an orchestrator?▼

Intent detection identifies when a request spans multiple domains and routes the task to an orchestrator, ensuring complex requests are handled by the correct agent-matrix.

What are the limitations of using a deterministic agent-matrix for automatic routing?▼

Deterministic routing relies on a defined agent-matrix, meaning routing consistency depends on the predefined rules and may not adapt dynamically to unrepresented domains or intents.

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